6… petabytes… of data… per day… h/t @_philschmid
DATA
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Data Laundering: How Non-Profits Exploit Legal Loopholes Systematically
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Data laundering is a tricky one because legislators are inclined to look at each event alone… then fail to see the big picture of non-profits doing otherwise illegal activities. It's the fallacy of composition: look all these small events are legal, so the whole thing must be?
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LAION Image Embeddings: Legal Implications of Lossy Reproduction
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LAION computes embeddings, they are compressed forms of the images, could be easily argued to be another lossy Reproduction. (If Robert's lawyers had done their job well, this would have come up.)
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Insufficient Training Data for Spelling Tasks in LLMs
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I think there’s not enough training data naturally on the internet of spelling tasks compared to the difficulty of the task for the LLM, due to how text is chopped up into sequences of text chunks (tokens), all of which are unique / distinct. I have a whole video on Tokenization.
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Copyright Traps Paper Enhances Membership Inference Attacks Detection
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Quoted in nice article by @Melissahei
, on a #ICML2024 paper on "copyright traps" by @matthieu_meeus @ffuuugor @ManuelFaysse @yvesalexandre Cool idea to enhance the efficacy of membership inference attacks to detect copyrighted data. Caution tho: similar to Glaze, not futureproof -
Upload Datasets Directly in Cohere Dashboard UI
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Did you know that you can upload datasets directly from our Dashboard in the UI?
— Cohere (@cohere) 25 juillet 2024
Datasets allows you to upload, download, manage and interface with your data on Cohere's platform for a variety of downstream tasks.
Try it here: https://t.co/1CzqSN61Rh pic.twitter.com/fXbREM0BPQDid you know that you can upload datasets directly from our Dashboard in the UI? Datasets allows you to upload, download, manage and interface with your data on Cohere's platform for a variety of downstream tasks. Try it here: https://
dashboard.cohere.com/datasets -
Databricks Launches Mosaic AI Agent Framework and Evaluation Tools
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At #DataAISummit, we launched the public preview of Mosaic AI Agent Framework & Agent Evaluation.
— Databricks (@databricks) 25 juillet 2024
These tools are designed to help developers build and deploy high-quality Agentic and Retrieval RAG applications. See how 👇https://t.co/Xj7k6SgnIK pic.twitter.com/nMVC3YVEnLAt #DataAISummit, we launched the public preview of Mosaic AI Agent Framework & Agent Evaluation. These tools are designed to help developers build and deploy high-quality Agentic and Retrieval RAG applications. See how https://
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Are Data Scientists Still Key To Artificial Intelligence?
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Are Data Scientists Still Key To AI? via @Forbes https://
forbes.com/sites/ronschme
lzer/2024/07/05/are-data-scientists-still-key-to-ai/?utm_source=dlvr.it&utm_medium=twitter
… #AI #datascientist -
LAION Dataset and Copyright Infringement Legal Implications Analysis
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The P2P cases like The Pirate Bay… downstream uses of files hosted elsewhere, the consequences of linking, are consistently part of the assessment. The LAION case has many of those aspects. A complaint about infringement due to dataset inclusion would have succeeded IMHO.
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Open Training Data Scarcity Challenges for LLM Development
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We aren’t running out of training data, we are running out of open training data https://
bit.ly/3RY0mrR #AI #MachineLearning #DeepLearning #LLMs #DataScience